Temporal Rule-Based Counterfactual Explanations for Multivariate Time Series.
Omar BahriPeiyu LiSoukaina Filali BoubrahimiShah Muhammad HamdiPublished in: ICMLA (2022)
Keyphrases
- multivariate time series
- multivariate time series data
- temporal data
- temporal patterns
- categorical data
- phase space reconstruction
- temporal information
- dimension reduction
- temporal association rules
- spatial structure
- human motion
- data mining
- autoregressive
- pattern discovery
- temporal constraints
- feature extraction
- cluster analysis
- spatial data
- support vector
- temporal dependencies
- three dimensional
- computer vision
- machine learning